v116 - GPU
·
449 commits
to main
since this release
[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v116
== Comparing pip list --format=freeze ==
accelerate==0.7.1 | accelerate==0.9.0
access==1.1.3 | access==1.1.7
aiobotocore==2.2.0 | aiobotocore==2.3.2
anyio==3.5.0 | anyio==3.6.1
apache-beam==2.37.0 | apache-beam==2.38.0
arviz==0.12.0 | arviz==0.12.1
asgiref==3.5.1 | asgiref==3.5.2
Babel==2.9.1 | Babel==2.10.1
beautifulsoup4==4.10.0 | beautifulsoup4==4.11.1
black==22.1.0 | black==22.3.0
bleach==4.1.0 | bleach==5.0.0
bokeh==2.4.2 | bokeh==2.4.3
boto3==1.22.12 | boto3==1.23.7
botocore==1.25.12 | botocore==1.26.7
catboost==1.0.5 | catboost==1.0.6
certifi==2021.10.8 | certifi==2022.5.18.1
cmake==3.22.3 | cmake==3.22.4
conda-package-handling==1.8.0 | conda-package-handling==1.8.1
> confuse==1.7.0
cryptography==36.0.1 | cryptography==36.0.2
Cython==0.29.28 | Cython==0.29.30
datatile==0.2.0 | datatile==1.0.0
debugpy==1.5.1 | debugpy==1.6.0
dill==0.3.4 | dill==0.3.5.1
dm-tree==0.1.6 | dm-tree==0.1.7
earthengine-api==0.1.309 | earthengine-api==0.1.310
fastapi==0.77.1 | fastapi==0.78.0
fastavro==1.4.11 | fastavro==1.4.12
fastcore==1.4.2 | fastcore==1.4.3
fastdownload==0.0.5 | fastdownload==0.0.6
> fastjsonschema==2.15.3
flax==0.4.2 | flax==0.5.0
fonttools==4.30.0 | fonttools==4.33.3
fsspec==2022.3.0 | fsspec==2022.5.0
gcsfs==2022.2.0 | gcsfs==2022.3.0
google-cloud-bigtable==2.7.0 | google-cloud-bigtable==2.9.0
google-cloud-dataproc==4.0.1 | google-cloud-dataproc==4.0.2
google-cloud-pubsub==2.11.0 | google-cloud-pubsub==2.12.1
google-cloud-pubsublite==1.4.1 | google-cloud-pubsublite==1.4.2
google-cloud-scheduler==2.6.2 | google-cloud-resource-manager==1.4.1
google-cloud-spanner==3.13.0 | google-cloud-scheduler==2.6.3
> google-cloud-spanner==3.14.0
google-cloud-tasks==2.8.1 | google-cloud-tasks==2.9.0
google-cloud-videointelligence==2.6.1 | google-cloud-videointelligence==2.7.0
google-cloud-vision==2.7.1 | google-cloud-vision==2.7.2
googleapis-common-protos==1.54.0 | googleapis-common-protos==1.56.1
grpc-google-iam-v1==0.12.3 | grpc-google-iam-v1==0.12.4
grpcio-status==1.44.0 | grpcio-status==1.46.1
hdfs==2.6.0 | hdfs==2.7.0
hijri-converter==2.2.3 | hijri-converter==2.2.4
imageio==2.16.1 | imageio==2.19.1
importlib-metadata==4.11.3 | importlib-metadata==4.11.4
importlib-resources==5.4.0 | importlib-resources==5.7.1
ipydatawidgets==4.2.0 | ipydatawidgets==4.3.1.post1
ipykernel==6.9.2 | ipykernel==6.13.0
ipython==7.32.0 | ipython==7.33.0
ipywidgets==7.6.5 | ipywidgets==7.7.0
jax==0.3.10 | jax==0.3.13
jeepney==0.7.1 | jeepney==0.8.0
joblib==1.0.1 | joblib==1.1.0
jsonschema==4.4.0 | jsonschema==4.5.1
jupyter-client==7.1.2 | jupyter-client==7.3.1
jupyter-core==4.9.2 | jupyter-core==4.10.0
jupyter-server==1.15.4 | jupyter-server==1.17.0
jupyterlab-git==0.34.2 | jupyterlab-git==0.37.1
jupyterlab-pygments==0.1.2 | jupyterlab-pygments==0.2.2
jupyterlab-widgets==1.0.2 | jupyterlab-widgets==1.1.0
jupytext==1.13.7 | jupytext==1.13.8
kaggle-environments==1.9.9 | kaggle-environments==1.9.10
keras-tuner==1.1.0 | keras-tuner==1.1.2
kiwisolver==1.4.0 | kiwisolver==1.4.2
kubernetes==23.3.0 | kubernetes==23.6.0
lightgbm==3.3.1 | lightgbm==3.3.2
Markdown==3.3.6 | Markdown==3.3.7
markdown-it-py==1.1.0 | markdown-it-py==2.1.0
> mdurl==0.1.0
mne==1.0.2 | mne==1.0.3
multiprocess==0.70.12.2 | multiprocess==0.70.13
mxnet-cu110==1.9.0 | mxnet-cu110==1.9.1
nbclassic==0.3.6 | nbclassic==0.3.7
nbconvert==6.5.0 | nbconvert==6.4.5
nbformat==5.2.0 | nbformat==5.4.0
nest-asyncio==1.5.4 | nest-asyncio==1.5.5
notebook==6.4.10 | notebook==6.4.11
orjson==3.6.7 | orjson==3.6.8
pandas-profiling==3.1.0 | pandas-profiling==2.4.0
panel==0.13.0 | panel==0.13.1
pathos==0.2.8 | pathos==0.2.9
phik==0.12.0 | phik==0.12.2
Pillow==9.0.1 | Pillow==9.1.0
pip==22.0.4 | pip==22.1
pox==0.3.0 | pox==0.3.1
ppft==1.6.6.4 | ppft==1.7.6.5
prettytable==3.2.0 | prettytable==3.3.0
prometheus-client==0.13.1 | prometheus-client==0.14.1
prompt-toolkit==3.0.27 | prompt-toolkit==3.0.29
protobuf==3.19.4 | protobuf==3.20.1
pyarrow==7.0.0 | pyarrow==5.0.0
Pygments==2.11.2 | Pygments==2.12.0
PyJWT==2.3.0 | PyJWT==2.4.0
pylint==2.13.8 | pylint==2.13.9
pynndescent==0.5.6 | pynndescent==0.5.7
pyparsing==3.0.7 | pyparsing==3.0.9
python-slugify==6.1.1 | python-slugify==6.1.2
python-utils==3.1.0 | python-utils==3.2.3
pytools==2022.1.7 | pytools==2022.1.9
pytz==2021.3 | pytz==2022.1
qtconsole==5.2.2 | qtconsole==5.3.0
QtPy==2.0.1 | QtPy==2.1.0
ray==1.12.0 | ray==1.12.1
rich==12.4.1 | rich==12.4.4
s3fs==2022.3.0 | s3fs==2022.5.0
SecretStorage==3.3.1 | SecretStorage==3.3.2
SQLAlchemy==1.4.32 | SQLAlchemy==1.4.36
tangled-up-in-unicode==0.1.0 | tangled-up-in-unicode==0.2.0
tensorflow==2.6.3 | tensorflow==2.6.4
tensorflow-metadata==1.7.0 | tensorflow-metadata==1.8.0
tensorflow-transform==1.7.0 | tensorflow-transform==1.8.0
tfx-bsl==1.7.0 | tfx-bsl==1.8.0
thinc==8.0.15 | thinc==8.0.16
torchmetrics==0.6.2 | torchmetrics==0.8.2
tqdm==4.63.0 | tqdm==4.64.0
traitlets==5.1.1 | traceml==1.0.0
> traitlets==5.2.0
typed-ast==1.5.2 | typed-ast==1.5.3
ujson==5.1.0 | ujson==5.2.0
urllib3==1.26.8 | urllib3==1.26.9
visions==0.7.4 | visions==0.7.5
websocket-client==1.3.1 | websocket-client==1.3.2
Werkzeug==2.0.3 | Werkzeug==2.1.2
widgetsnbextension==3.5.2 | widgetsnbextension==3.6.0
wrapt==1.14.0 | wrapt==1.14.1
> xarray-einstats==0.2.2
zipp==3.7.0 | zipp==3.8.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
Ubuntu 20.04.3 LTS | Ubuntu 20.04.4 LTS
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
base-files==11ubuntu5.4 | base-files==11ubuntu5.5
bash==5.0-6ubuntu1.1 | bash==5.0-6ubuntu1.2
bsdutils==1:2.34-0.1ubuntu9.1 | bsdutils==1:2.34-0.1ubuntu9.3
cpp-9==9.3.0-17ubuntu1~20.04 | cpp-9==9.4.0-1ubuntu1~20.04.1
cuda-compat-11-0==450.156.00-1 | cuda-compat-11-0==450.172.01-1
curl==7.68.0-1ubuntu2.7 | curl==7.68.0-1ubuntu2.11
dbus==1.12.16-2ubuntu2.1 | dbus==1.12.16-2ubuntu2.2
dbus-user-session==1.12.16-2ubuntu2.1 | dbus-user-session==1.12.16-2ubuntu2.2
distro-info-data==0.43ubuntu1.9 | distro-info-data==0.43ubuntu1.10
fdisk==2.34-0.1ubuntu9.1 | fdisk==2.34-0.1ubuntu9.3
g++-9==9.3.0-17ubuntu1~20.04 | g++-9==9.4.0-1ubuntu1~20.04.1
gcc-9==9.3.0-17ubuntu1~20.04 | gcc-9==9.4.0-1ubuntu1~20.04.1
gcc-9-base:amd64==9.3.0-17ubuntu1~20.04 | gcc-9-base:amd64==9.4.0-1ubuntu1~20.04.1
gcsfuse==0.40.0 | gcsfuse==0.41.1
git==1:2.25.1-1ubuntu3.2 | git==1:2.25.1-1ubuntu3.4
git-man==1:2.25.1-1ubuntu3.2 | git-man==1:2.25.1-1ubuntu3.4
google-cloud-sdk==377.0.0-0 | google-cloud-sdk==385.0.0-0
gzip==1.10-0ubuntu4 | gzip==1.10-0ubuntu4.1
libasan5:amd64==9.3.0-17ubuntu1~20.04 | libasan5:amd64==9.4.0-1ubuntu1~20.04.1
libblkid1:amd64==2.34-0.1ubuntu9.1 | libblkid1:amd64==2.34-0.1ubuntu9.3
libc-bin==2.31-0ubuntu9.2 | libc-bin==2.31-0ubuntu9.7
libc-dev-bin==2.31-0ubuntu9.2 | libc-dev-bin==2.31-0ubuntu9.7
libc6:amd64==2.31-0ubuntu9.2 | libc6:amd64==2.31-0ubuntu9.7
libc6-dev:amd64==2.31-0ubuntu9.2 | libc6-dev:amd64==2.31-0ubuntu9.7
libcurl3-gnutls:amd64==7.68.0-1ubuntu2.7 | libcurl3-gnutls:amd64==7.68.0-1ubuntu2.11
libcurl4:amd64==7.68.0-1ubuntu2.7 | libcurl4:amd64==7.68.0-1ubuntu2.11
libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.7 | libcurl4-openssl-dev:amd64==7.68.0-1ubuntu2.11
libdbus-1-3:amd64==1.12.16-2ubuntu2.1 | libdbus-1-3:amd64==1.12.16-2ubuntu2.2
libfdisk1:amd64==2.34-0.1ubuntu9.1 | libfdisk1:amd64==2.34-0.1ubuntu9.3
libfribidi0:amd64==1.0.8-2 | libfribidi0:amd64==1.0.8-2ubuntu0.1
libgcc-9-dev:amd64==9.3.0-17ubuntu1~20.04 | libgcc-9-dev:amd64==9.4.0-1ubuntu1~20.04.1
liblzma5:amd64==5.2.4-1ubuntu1 | liblzma5:amd64==5.2.4-1ubuntu1.1
libmount1:amd64==2.34-0.1ubuntu9.1 | libmount1:amd64==2.34-0.1ubuntu9.3
libnccl-dev==2.11.4-1+cuda11.0 | libnccl-dev==2.12.10-1+cuda11.0
libnccl2==2.11.4-1+cuda11.0 | libnccl2==2.12.10-1+cuda11.0
libnvinfer-plugin8==8.2.3-1+cuda11.4 | libnvinfer-plugin8==8.2.5-1+cuda11.4
libnvinfer8==8.2.3-1+cuda11.4 | libnvinfer8==8.2.5-1+cuda11.4
libnvonnxparsers8==8.2.3-1+cuda11.4 | libnvonnxparsers8==8.2.5-1+cuda11.4
libnvparsers8==8.2.3-1+cuda11.4 | libnvparsers8==8.2.5-1+cuda11.4
libpam-systemd:amd64==245.4-4ubuntu3.15 | libpam-systemd:amd64==245.4-4ubuntu3.17
libpython3.8:amd64==3.8.10-0ubuntu1~20.04.2 | libpython3.8:amd64==3.8.10-0ubuntu1~20.04.4
libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.2 | libpython3.8-minimal:amd64==3.8.10-0ubuntu1~20.04.4
libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.2 | libpython3.8-stdlib:amd64==3.8.10-0ubuntu1~20.04.4
libsasl2-2:amd64==2.1.27+dfsg-2 | libsasl2-2:amd64==2.1.27+dfsg-2ubuntu0.1
libsasl2-modules-db:amd64==2.1.27+dfsg-2 | libsasl2-modules-db:amd64==2.1.27+dfsg-2ubuntu0.1
libseccomp2:amd64==2.5.1-1ubuntu1~20.04.1 | libseccomp2:amd64==2.5.1-1ubuntu1~20.04.2
libsmartcols1:amd64==2.34-0.1ubuntu9.1 | libsmartcols1:amd64==2.34-0.1ubuntu9.3
libssl1.1:amd64==1.1.1f-1ubuntu2.10 | libssl1.1:amd64==1.1.1f-1ubuntu2.12
libstdc++-9-dev:amd64==9.3.0-17ubuntu1~20.04 | libstdc++-9-dev:amd64==9.4.0-1ubuntu1~20.04.1
libsystemd0:amd64==245.4-4ubuntu3.15 | libsystemd0:amd64==245.4-4ubuntu3.17
libudev1:amd64==245.4-4ubuntu3.13 | libudev1:amd64==245.4-4ubuntu3.16
libuuid1:amd64==2.34-0.1ubuntu9.1 | libuuid1:amd64==2.34-0.1ubuntu9.3
linux-libc-dev:amd64==5.4.0-92.103 | linux-libc-dev:amd64==5.4.0-109.123
mount==2.34-0.1ubuntu9.1 | mount==2.34-0.1ubuntu9.3
openssh-client==1:8.2p1-4ubuntu0.4 | openssh-client==1:8.2p1-4ubuntu0.5
openssl==1.1.1f-1ubuntu2.10 | openssl==1.1.1f-1ubuntu2.12
python3-libnvinfer==8.2.3-1+cuda11.4 | python3-libnvinfer==8.2.5-1+cuda11.4
python3.8==3.8.10-0ubuntu1~20.04.2 | python3.8==3.8.10-0ubuntu1~20.04.4
python3.8-minimal==3.8.10-0ubuntu1~20.04.2 | python3.8-minimal==3.8.10-0ubuntu1~20.04.4
rsync==3.1.3-8ubuntu0.2 | rsync==3.1.3-8ubuntu0.3
systemd==245.4-4ubuntu3.15 | systemd==245.4-4ubuntu3.17
systemd-sysv==245.4-4ubuntu3.15 | systemd-sysv==245.4-4ubuntu3.17
systemd-timesyncd==245.4-4ubuntu3.15 | systemd-timesyncd==245.4-4ubuntu3.17
tar==1.30+dfsg-7ubuntu0.20.04.1 | tar==1.30+dfsg-7ubuntu0.20.04.2
tzdata==2021e-0ubuntu0.20.04 | tzdata==2022a-0ubuntu0.20.04
util-linux==2.34-0.1ubuntu9.1 | util-linux==2.34-0.1ubuntu9.3
xz-utils==5.2.4-1ubuntu1 | xz-utils==5.2.4-1ubuntu1.1
zlib1g:amd64==1:1.2.11.dfsg-2ubuntu1.2 | zlib1g:amd64==1:1.2.11.dfsg-2ubuntu1.3
zlib1g-dev:amd64==1:1.2.11.dfsg-2ubuntu1.2 | zlib1g-dev:amd64==1:1.2.11.dfsg-2ubuntu1.3